5.3k citations · 13.3k across the 19 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
stat.ML2018★ 17 cited
A Spectral Regularizer for Unsupervised Disentanglement
Aditya Ramesh, Youngduck Choi, Yann LeCun
A generative model with a disentangled representation allows for independent control over different aspects of the output. Learning disentangled representations has been a recent t…
cs.RO2018★ 53 cited
Clustering of Driving Encounter Scenarios Using Connected Vehicle Trajectories
Wenshuo Wang, Aditya Ramesh, Ding Zhao
Multi-vehicle interaction behavior classification and analysis offer in-depth knowledge to make an efficient decision for autonomous vehicles. This paper aims to cluster a wide ran…
cs.LG2018★ 3 cited
Backpropagation for Implicit Spectral Densities
Aditya Ramesh, Yann LeCun
Most successful machine intelligence systems rely on gradient-based learning, which is made possible by backpropagation. Some systems are designed to aid us in interpreting data wh…